{"id":"W4316077550","doi":"10.14309/01.ajg.0000860124.79545.04","title":"S871 Patient Satisfaction With and Access to Virtual Healthcare for Inflammatory Bowel Disease During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; McGill University Health Centre","funders":"","keywords":"Medicine; Pandemic; Health care; Inflammatory bowel disease; Family medicine; Descriptive statistics; Modalities; Telemedicine; Disease; Patient satisfaction; Coronavirus disease 2019 (COVID-19); Nursing; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002921206,0.0001015406,0.0003244089,0.0003559349,0.00114974,0.001402592,0.0003031791,0.0005351097,0.009135939],"category_scores_gemma":[0.01144358,0.0001111775,0.0005848344,0.0006529096,0.0005895259,0.0007548566,0.0010769,0.0006613497,0.0004343644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961984,"about_ca_system_score_gemma":0.003170003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03341739,"about_ca_topic_score_gemma":0.04231567,"domain_scores_codex":[0.9975557,0.001165732,0.0001636649,0.00008865811,0.0004539466,0.0005723147],"domain_scores_gemma":[0.9930658,0.002463874,0.001595905,0.0001201761,0.001035342,0.001718776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003422255,0.0002445024,0.9091106,0.0005659686,0.0001002472,0.0006330151,0.02747082,0.0001949447,0.0004376725,0.0002719631,0.008914783,0.05171331],"study_design_scores_gemma":[0.00003808321,0.0006149893,0.8969265,0.0003721734,0.00005781373,0.0007752362,0.08740693,0.0004582351,0.00017571,0.0001388906,0.01298715,0.00004835666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909409,0.0004440262,0.0001144882,0.002383592,0.00004434272,0.00004673887,0.0006147661,0.0000118676,0.005399397],"genre_scores_gemma":[0.9981993,0.0002807012,0.0001619809,0.0005778439,0.00001839928,0.00002275646,0.000201418,0.000002708378,0.0005348733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03341739,"threshold_uncertainty_score":0.06644571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555669619785682,"score_gpt":0.3546687688460621,"score_spread":0.3191120726482052,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}